Account Scoring in Hours, Not Weeks: How HG Copilots Go From Market to Prioritized Accounts

Account scoring tends to break down when each team works from its own stack and its own data, hoping the outputs line up by themselves. At Context26, HG Insights VP of Product Yuan Fang showed a different approach: size the market, build a propensity model, prioritize accounts, and arm sellers with what to say, all […]
FTC Incentivized Review Guidelines: How to Stay Compliant and Source Trusted Reviews

Good news for B2B vendors: incentivized reviews are still allowed under the FTC’s review rule. Since October 21, 2024, 16 CFR Part 465 has set one clear boundary, which is that an incentive can’t depend on what a review says. Stay on the right side of that line and your review program is on solid […]
AI Crawlers 101: What GPTBot, ClaudeBot, and PerplexityBot Actually Do on Review Sites

AI crawlers now show up in review-site server logs more often than most SEO teams realize, and most of that traffic never turns into a citation you can see in Search Console. Some of it is a model reading your pages to learn. Some of it is a model reading your pages to answer someone’s […]
The Latest Product Updates from HG Customer Voice

Two updates are live on HG Customer Voice, powered by TrustRadius this quarter. Each one removes a specific piece of friction: not knowing your incentive budget, and losing reviewers at sign-in because a work email got blocked by corporate IT. See your incentive balance without waiting on a lookup Vendors running incentivized review campaigns can […]
AI Search Visibility Tools Compared: G2 vs. TrustRadius GEO Monitoring & Optimization

AI search visibility tools help B2B vendors see whether their product actually shows up when buyers ask ChatGPT, Claude, Perplexity, or Google’s AI Overviews about their category. Two names currently dominate that conversation: G2’s AI Visibility Dashboard and TrustRadius GEO Monitoring & Optimization. One disclosure before anything else: HG Insights owns TrustRadius, so this isn’t […]
Voice of Customer Solutions: The Best Platforms for B2B Teams (TrustRadius vs. G2 vs. Deeto)

Voice of customer solutions have become the deciding factor in how B2B buyers evaluate vendors they’ve never spoken to. Before a sales call happens, most buying committees have already read reviews, compared scores, and formed an opinion based on what other customers said. Pick the wrong platform to collect and activate that feedback, and a […]
AI Share of Voice: Definition, Formula, and How to Track It

AI share of voice measures how often your brand shows up when buyers ask AI tools like ChatGPT, Perplexity, and Google AI Overviews about your category, compared to everyone else competing for that same answer. Search traffic used to be the whole scoreboard. Now a growing share of B2B research happens inside a chat window, […]
How to Trust Your Market Data When Three Different Systems Built the Number

Learning how to trust your market data starts with admitting most go-to-market teams cannot fully explain where their market number came from, and that is not a research failure so much as a design failure. It shows up the moment a strategy leader, a data leader, or a RevOps leader tries to answer a simple […]